Scaling Goal-based Exploration via Pruning Proto-goals

Akhil Bagaria, Ray Jiang, Ramana Kumar +1

One of the gnarliest challenges in reinforcement learning (RL) is exploration that scales to vast domains, where novelty-, or coverage-seeking behaviour falls short. Goal-directed,…